Epoch: 0, loss:1125216.2164, mae:713.5579, mse:1125216.3750, val_loss:1353222.6250, val_mae:845.8043, val_mse:1353222.6250,
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Epoch: 100, loss:69799.9700, mae:143.8922, mse:69799.9688, val_loss:76668.5361, val_mae:163.4652, val_mse:76668.5312,
....................................................................................................
Epoch: 200, loss:28449.6535, mae:80.2828, mse:28449.6504, val_loss:26834.7314, val_mae:89.5464, val_mse:26834.7324,
....................................................................................................
Epoch: 300, loss:10873.8693, mae:55.8535, mse:10873.8691, val_loss:7169.1420, val_mae:59.1156, val_mse:7169.1421,
....................................................................................................
Epoch: 400, loss:4466.6197, mae:35.2465, mse:4466.6191, val_loss:3011.9329, val_mae:37.3690, val_mse:3011.9331,
....................................................................................................
Epoch: 500, loss:1601.5178, mae:22.7126, mse:1601.5178, val_loss:1977.7000, val_mae:28.2467, val_mse:1977.7000,
....................................................................................................
Epoch: 600, loss:642.4297, mae:16.0229, mse:642.4296, val_loss:1813.6638, val_mae:26.5211, val_mse:1813.6638,
....................................................................................................
Epoch: 700, loss:363.4655, mae:12.1659, mse:363.4655, val_loss:1822.2555, val_mae:24.5017, val_mse:1822.2554,
....................................................................................................
Epoch: 800, loss:278.1456, mae:10.5957, mse:278.1456, val_loss:1511.9117, val_mae:21.8126, val_mse:1511.9117,
....................................................................................................
Epoch: 900, loss:197.8798, mae:8.8385, mse:197.8798, val_loss:1153.1827, val_mae:19.5810, val_mse:1153.1826,
....................................................................................................
Epoch: 1000, loss:187.8126, mae:8.4966, mse:187.8126, val_loss:904.8686, val_mae:17.7668, val_mse:904.8687,
....................................................................................................
Epoch: 1100, loss:157.8038, mae:8.1303, mse:157.8038, val_loss:1012.0383, val_mae:18.5169, val_mse:1012.0383,
....................................................................................................
Epoch: 1200, loss:151.2538, mae:7.8548, mse:151.2538, val_loss:1110.3467, val_mae:18.4489, val_mse:1110.3468,
....................................................................................................
Epoch: 1300, loss:162.5755, mae:8.0024, mse:162.5755, val_loss:897.4351, val_mae:17.6132, val_mse:897.4351,
....................................................................................................
Epoch: 1400, loss:127.4703, mae:7.5686, mse:127.4703, val_loss:1254.9246, val_mae:19.2526, val_mse:1254.9247,
....................................................................................................
Epoch: 1500, loss:98.5691, mae:6.6203, mse:98.5691, val_loss:1041.2206, val_mae:17.7452, val_mse:1041.2206,
....................................................................................................
Epoch: 1600, loss:129.8989, mae:7.0778, mse:129.8989, val_loss:956.9867, val_mae:18.8951, val_mse:956.9867,
....................................................................................................
Epoch: 1700, loss:99.1496, mae:6.5211, mse:99.1496, val_loss:921.6853, val_mae:18.4385, val_mse:921.6853,
....................................................................................................
Epoch: 1800, loss:111.2056, mae:6.6445, mse:111.2056, val_loss:908.1248, val_mae:18.4552, val_mse:908.1248,
....................................................................................................
Epoch: 1900, loss:101.0218, mae:6.4973, mse:101.0218, val_loss:736.4521, val_mae:16.6848, val_mse:736.4521,
....................................................................................................
Epoch: 2000, loss:106.9724, mae:6.7651, mse:106.9724, val_loss:1015.0822, val_mae:18.0143, val_mse:1015.0822,
....................................................................................................
Epoch: 2100, loss:131.4002, mae:7.1515, mse:131.4002, val_loss:968.7407, val_mae:17.4702, val_mse:968.7407,
....................................................................................................
Epoch: 2200, loss:100.4850, mae:6.3745, mse:100.4850, val_loss:1112.6656, val_mae:18.5922, val_mse:1112.6655,
....................................................................................................
Epoch: 2300, loss:92.2523, mae:6.5281, mse:92.2523, val_loss:733.4339, val_mae:16.3694, val_mse:733.4338,
....................................................................................................
Epoch: 2400, loss:84.0253, mae:5.9440, mse:84.0253, val_loss:783.6604, val_mae:17.2303, val_mse:783.6604,
....................................................................................................
Epoch: 2500, loss:93.2952, mae:6.3785, mse:93.2952, val_loss:795.7381, val_mae:17.0333, val_mse:795.7380,
....................................................................................................
Epoch: 2600, loss:88.0575, mae:5.9388, mse:88.0575, val_loss:673.9261, val_mae:15.9323, val_mse:673.9260,
....................................................................................................
Epoch: 2700, loss:68.7171, mae:5.4979, mse:68.7171, val_loss:675.3924, val_mae:15.8142, val_mse:675.3924,
....................................................................................................
Epoch: 2800, loss:86.8280, mae:5.7362, mse:86.8280, val_loss:761.7206, val_mae:17.2335, val_mse:761.7206,
....................................................................................................
Epoch: 2900, loss:79.0164, mae:5.8076, mse:79.0164, val_loss:704.3429, val_mae:15.9221, val_mse:704.3429,
....................................................................................................
Epoch: 3000, loss:75.7319, mae:5.4840, mse:75.7319, val_loss:661.3564, val_mae:16.1756, val_mse:661.3564,
....................................................................................................
Epoch: 3100, loss:58.9295, mae:5.0615, mse:58.9295, val_loss:720.0006, val_mae:16.1052, val_mse:720.0006,
....................................................................................................
Epoch: 3200, loss:75.7006, mae:5.7378, mse:75.7006, val_loss:680.7914, val_mae:16.0454, val_mse:680.7913,
....................................................................................................
Epoch: 3300, loss:81.6809, mae:5.6202, mse:81.6809, val_loss:722.1917, val_mae:16.2925, val_mse:722.1917,
....................................................................................................
Epoch: 3400, loss:64.6248, mae:4.9360, mse:64.6248, val_loss:872.8085, val_mae:17.0957, val_mse:872.8085,
....................................................................................................
Epoch: 3500, loss:73.5436, mae:5.3430, mse:73.5436, val_loss:659.8710, val_mae:15.6498, val_mse:659.8710,
....................................................................................................
Epoch: 3600, loss:90.4764, mae:5.6997, mse:90.4764, val_loss:614.8783, val_mae:15.5592, val_mse:614.8784,
....................................................................................................
Epoch: 3700, loss:59.1709, mae:4.8297, mse:59.1709, val_loss:775.1910, val_mae:16.6644, val_mse:775.1910,
....................................................................................................
Epoch: 3800, loss:67.5920, mae:5.3016, mse:67.5920, val_loss:876.3785, val_mae:18.2940, val_mse:876.3785,
....................................................................................................
Epoch: 3900, loss:73.6563, mae:5.4714, mse:73.6563, val_loss:651.0358, val_mae:15.6667, val_mse:651.0358,
....................................................................................................
Epoch: 4000, loss:70.0718, mae:5.5610, mse:70.0718, val_loss:978.9228, val_mae:17.4905, val_mse:978.9229,
....................................................................................................
Epoch: 4100, loss:68.8130, mae:4.8113, mse:68.8130, val_loss:725.5564, val_mae:16.2964, val_mse:725.5564,
....................................................................................................
Epoch: 4200, loss:48.1520, mae:4.4997, mse:48.1520, val_loss:886.6851, val_mae:18.1218, val_mse:886.6851,
....................................................................................................
Epoch: 4300, loss:74.5812, mae:5.3449, mse:74.5812, val_loss:644.5324, val_mae:15.7529, val_mse:644.5324,
....................................................................................................
Epoch: 4400, loss:48.6494, mae:4.8619, mse:48.6494, val_loss:612.6890, val_mae:15.4773, val_mse:612.6890,
....................................................................................................
Epoch: 4500, loss:54.0296, mae:4.9587, mse:54.0295, val_loss:985.5374, val_mae:18.0507, val_mse:985.5374,
....................................................................................................
Epoch: 4600, loss:87.5510, mae:5.3035, mse:87.5510, val_loss:645.4147, val_mae:16.0184, val_mse:645.4147,
....................................................................................................
Epoch: 4700, loss:80.2062, mae:5.4168, mse:80.2062, val_loss:655.0455, val_mae:15.9423, val_mse:655.0455,
....................................................................................................
Epoch: 4800, loss:47.9302, mae:4.5804, mse:47.9302, val_loss:1084.5606, val_mae:20.3883, val_mse:1084.5605,
....................................................................................................
Epoch: 4900, loss:100.6378, mae:5.8195, mse:100.6378, val_loss:617.7265, val_mae:15.5515, val_mse:617.7265,
....................................................................................................
Epoch: 5000, loss:60.2516, mae:4.7704, mse:60.2516, val_loss:611.5426, val_mae:15.6381, val_mse:611.5427,
....................................................................................................
Epoch: 5100, loss:65.6698, mae:5.2350, mse:65.6698, val_loss:781.6073, val_mae:16.6293, val_mse:781.6073,
....................................................................................................
Epoch: 5200, loss:64.2719, mae:4.9825, mse:64.2719, val_loss:1064.1279, val_mae:20.0691, val_mse:1064.1278,
....................................................................................................
Epoch: 5300, loss:41.2251, mae:4.0835, mse:41.2251, val_loss:640.1063, val_mae:15.8742, val_mse:640.1063,
....................................................................................................
Epoch: 5400, loss:53.3567, mae:4.7192, mse:53.3567, val_loss:1044.6352, val_mae:20.0000, val_mse:1044.6351,
....................................................................................................
Epoch: 5500, loss:38.6226, mae:4.2256, mse:38.6226, val_loss:646.8918, val_mae:16.0319, val_mse:646.8918,
....................................................................................................
Epoch: 5600, loss:52.6891, mae:4.5581, mse:52.6891, val_loss:870.4116, val_mae:17.6639, val_mse:870.4116,
....................................................................................................
Epoch: 5700, loss:73.2273, mae:5.1825, mse:73.2273, val_loss:627.7981, val_mae:15.7612, val_mse:627.7981,
....................................................................................................
Epoch: 5800, loss:70.2397, mae:5.2351, mse:70.2397, val_loss:655.4430, val_mae:16.0011, val_mse:655.4430,
....................................................................................................
Epoch: 5900, loss:42.4059, mae:4.5613, mse:42.4059, val_loss:669.0385, val_mae:16.0552, val_mse:669.0385,
....................................................................................................
Epoch: 6000, loss:39.3535, mae:4.1608, mse:39.3535, val_loss:758.5374, val_mae:16.6774, val_mse:758.5374,
....................................................................................................
Epoch: 6100, loss:43.7200, mae:4.4789, mse:43.7200, val_loss:659.6536, val_mae:16.1187, val_mse:659.6536,
....................................................................................................
Epoch: 6200, loss:75.9719, mae:5.5367, mse:75.9719, val_loss:655.7038, val_mae:16.2829, val_mse:655.7037,
....................................................................................................
Epoch: 6300, loss:76.9765, mae:5.3066, mse:76.9766, val_loss:864.6140, val_mae:17.4894, val_mse:864.6141,
....................................................................................................
Epoch: 6400, loss:69.2852, mae:5.2567, mse:69.2852, val_loss:923.5270, val_mae:17.8030, val_mse:923.5270,
....................................................................................................
Epoch: 6500, loss:57.8925, mae:4.6918, mse:57.8925, val_loss:607.0073, val_mae:15.7330, val_mse:607.0073,
....................................................................................................
Epoch: 6600, loss:44.3429, mae:4.2219, mse:44.3429, val_loss:753.1806, val_mae:16.8016, val_mse:753.1807,
....................................................................................................
Epoch: 6700, loss:66.7416, mae:5.1763, mse:66.7416, val_loss:635.8203, val_mae:16.1197, val_mse:635.8203,
....................................................................................................
Epoch: 6800, loss:73.1945, mae:5.0715, mse:73.1945, val_loss:702.6101, val_mae:18.4850, val_mse:702.6101,
....................................................................................................
Epoch: 6900, loss:62.0756, mae:5.0016, mse:62.0756, val_loss:597.0972, val_mae:15.8412, val_mse:597.0972,
....................................................................................................
Epoch: 7000, loss:54.9166, mae:4.8361, mse:54.9166, val_loss:586.6789, val_mae:15.9604, val_mse:586.6789,
....................................................................................................
Epoch: 7100, loss:41.6076, mae:4.0432, mse:41.6076, val_loss:611.6194, val_mae:16.1953, val_mse:611.6194,
....................................................................................................
Epoch: 7200, loss:45.6879, mae:4.1871, mse:45.6879, val_loss:837.1381, val_mae:17.6136, val_mse:837.1381,
....................................................................................................
Epoch: 7300, loss:39.3804, mae:3.9932, mse:39.3804, val_loss:573.0548, val_mae:15.8314, val_mse:573.0547,
....................................................................................................
Epoch: 7400, loss:46.8800, mae:4.3392, mse:46.8800, val_loss:606.9212, val_mae:16.0794, val_mse:606.9212,
....................................................................................................
Epoch: 7500, loss:47.8012, mae:4.2812, mse:47.8012, val_loss:1144.8518, val_mae:21.0846, val_mse:1144.8518,
....................................................................................................
Epoch: 7600, loss:64.2474, mae:5.0869, mse:64.2474, val_loss:741.7596, val_mae:17.4204, val_mse:741.7596,
....................................................................................................
Epoch: 7700, loss:62.3529, mae:4.6161, mse:62.3529, val_loss:658.8443, val_mae:16.3873, val_mse:658.8442,
....................................................................................................
Epoch: 7800, loss:70.7560, mae:4.6694, mse:70.7560, val_loss:737.5990, val_mae:17.4355, val_mse:737.5989,
....................................................................................................
Epoch: 7900, loss:80.3263, mae:5.1582, mse:80.3263, val_loss:669.2403, val_mae:16.5276, val_mse:669.2403,
....................................................................................................
Epoch: 8000, loss:30.4147, mae:3.5700, mse:30.4147, val_loss:642.6853, val_mae:17.1036, val_mse:642.6853,
....................................................................................................
Epoch: 8100, loss:31.6655, mae:3.6563, mse:31.6655, val_loss:614.3285, val_mae:16.0618, val_mse:614.3286,
....................................................................................................
Epoch: 8200, loss:62.1901, mae:4.6838, mse:62.1901, val_loss:562.2937, val_mae:15.4989, val_mse:562.2936,
....................................................................................................
Epoch: 8300, loss:56.1971, mae:4.6469, mse:56.1971, val_loss:995.3214, val_mae:19.6873, val_mse:995.3214,
....................................................................................................
Epoch: 8400, loss:34.5923, mae:3.6345, mse:34.5923, val_loss:624.9959, val_mae:16.2900, val_mse:624.9958,
....................................................................................................
Epoch: 8500, loss:42.8617, mae:4.1579, mse:42.8617, val_loss:566.4176, val_mae:15.6664, val_mse:566.4177,
....................................................................................................
Epoch: 8600, loss:61.3447, mae:4.4877, mse:61.3447, val_loss:619.9199, val_mae:15.9765, val_mse:619.9199,
....................................................................................................
Epoch: 8700, loss:92.2475, mae:4.7562, mse:92.2475, val_loss:573.6821, val_mae:15.7057, val_mse:573.6821,
....................................................................................................
Epoch: 8800, loss:44.5341, mae:4.3808, mse:44.5341, val_loss:795.5697, val_mae:17.8090, val_mse:795.5696,
....................................................................................................
Epoch: 8900, loss:41.4801, mae:3.8019, mse:41.4801, val_loss:588.2789, val_mae:15.7732, val_mse:588.2789,
....................................................................................................
Epoch: 9000, loss:52.9670, mae:4.3264, mse:52.9670, val_loss:640.6195, val_mae:16.6584, val_mse:640.6196,
....................................................................................................
Epoch: 9100, loss:24.1696, mae:3.5179, mse:24.1696, val_loss:631.2027, val_mae:16.6088, val_mse:631.2027,
....................................................................................................
Epoch: 9200, loss:50.0946, mae:4.1538, mse:50.0946, val_loss:603.7923, val_mae:16.1416, val_mse:603.7923,
....................................................................................................
Epoch: 9300, loss:61.6532, mae:4.9280, mse:61.6532, val_loss:588.8617, val_mae:15.8740, val_mse:588.8617,
....................................................................................................
Epoch: 9400, loss:38.7478, mae:3.9328, mse:38.7478, val_loss:676.8274, val_mae:16.8807, val_mse:676.8274,
....................................................................................................
Epoch: 9500, loss:42.8250, mae:4.2825, mse:42.8250, val_loss:710.6410, val_mae:17.5646, val_mse:710.6410,
....................................................................................................
Epoch: 9600, loss:84.8623, mae:5.2530, mse:84.8623, val_loss:609.4381, val_mae:15.8815, val_mse:609.4381,
....................................................................................................
Epoch: 9700, loss:45.5502, mae:3.8407, mse:45.5502, val_loss:553.6853, val_mae:15.3028, val_mse:553.6853,
....................................................................................................
Epoch: 9800, loss:55.5200, mae:4.4397, mse:55.5200, val_loss:616.4996, val_mae:16.0294, val_mse:616.4996,
....................................................................................................
Epoch: 9900, loss:40.0513, mae:4.1756, mse:40.0513, val_loss:559.1184, val_mae:15.9484, val_mse:559.1184,
....................................................................................................